Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 10649317 |
| Missing cells | 13495801 |
| Missing cells (%) | 7.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 GiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 11 |
start_time has a high cardinality: 8706 distinct values | High cardinality |
blueprint has a high cardinality: 441 distinct values | High cardinality |
login has a high cardinality: 1414 distinct values | High cardinality |
position_x is highly correlated with map_width and 1 other fields | High correlation |
position_y is highly correlated with map_width and 1 other fields | High correlation |
map_width is highly correlated with position_x and 2 other fields | High correlation |
map_height is highly correlated with position_x and 2 other fields | High correlation |
position_x is highly correlated with map_width and 1 other fields | High correlation |
position_y is highly correlated with map_width and 1 other fields | High correlation |
map_width is highly correlated with position_x and 2 other fields | High correlation |
map_height is highly correlated with position_x and 2 other fields | High correlation |
map_width is highly correlated with map_height | High correlation |
map_height is highly correlated with map_width | High correlation |
map_name is highly correlated with map_height and 2 other fields | High correlation |
map_height is highly correlated with map_name and 2 other fields | High correlation |
map_width is highly correlated with map_name and 2 other fields | High correlation |
map_thumbnail is highly correlated with map_name and 2 other fields | High correlation |
position_x is highly correlated with position_y and 4 other fields | High correlation |
position_y is highly correlated with position_x and 4 other fields | High correlation |
faf_player_id is highly correlated with rating | High correlation |
rating is highly correlated with faf_player_id and 2 other fields | High correlation |
map_name is highly correlated with position_x and 5 other fields | High correlation |
map_thumbnail is highly correlated with position_x and 5 other fields | High correlation |
map_width is highly correlated with position_x and 4 other fields | High correlation |
map_height is highly correlated with position_x and 4 other fields | High correlation |
blueprint has 7697205 (72.3%) missing values | Missing |
position_x has 2899298 (27.2%) missing values | Missing |
position_y has 2899298 (27.2%) missing values | Missing |
units_number has 264488 (2.5%) zeros | Zeros |
rating has 115913 (1.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-07-28 03:07:39.823401 |
|---|---|
| Analysis finished | 2022-07-28 03:19:23.622767 |
| Duration | 11 minutes and 43.8 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
id
Real number (ℝ≥0)
| Distinct | 8860 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16572264.96 |
| Minimum | 16462952 |
|---|---|
| Maximum | 16683253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | 16462952 |
|---|---|
| 5-th percentile | 16473326 |
| Q1 | 16517949 |
| median | 16570283 |
| Q3 | 16627127 |
| 95-th percentile | 16672501 |
| Maximum | 16683253 |
| Range | 220301 |
| Interquartile range (IQR) | 109178 |
Descriptive statistics
| Standard deviation | 63479.47416 |
|---|---|
| Coefficient of variation (CV) | 0.003830464593 |
| Kurtosis | -1.187056363 |
| Mean | 16572264.96 |
| Median Absolute Deviation (MAD) | 54673 |
| Skewness | 0.04073272443 |
| Sum | 1.76483303 × 1014 |
| Variance | 4029643639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16613628 | 8336 | 0.1% |
| 16577001 | 8179 | 0.1% |
| 16559443 | 8156 | 0.1% |
| 16651832 | 7853 | 0.1% |
| 16511210 | 7391 | 0.1% |
| 16629045 | 7305 | 0.1% |
| 16548106 | 7282 | 0.1% |
| 16661916 | 7054 | 0.1% |
| 16603165 | 6942 | 0.1% |
| 16644387 | 6705 | 0.1% |
| Other values (8850) | 10574114 |
| Value | Count | Frequency (%) |
| 16462952 | 973 | < 0.1% |
| 16462991 | 2473 | |
| 16463034 | 449 | < 0.1% |
| 16463202 | 1005 | |
| 16463213 | 2075 | |
| 16463255 | 1474 | |
| 16463256 | 1255 | |
| 16463288 | 1608 | |
| 16463417 | 1585 | |
| 16463462 | 986 | < 0.1% |
| Value | Count | Frequency (%) |
| 16683253 | 6583 | |
| 16683220 | 476 | < 0.1% |
| 16683169 | 1443 | < 0.1% |
| 16683156 | 898 | < 0.1% |
| 16683099 | 391 | < 0.1% |
| 16683084 | 236 | < 0.1% |
| 16683063 | 3469 | |
| 16683062 | 2377 | < 0.1% |
| 16683033 | 2435 | < 0.1% |
| 16683028 | 1288 | < 0.1% |
| Distinct | 8706 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| 2022-03-17 20:34:03 UTC | 10518 |
|---|---|
| 2022-03-22 18:46:46 UTC | 8336 |
| 2022-03-14 22:42:58 UTC | 8156 |
| 2022-03-16 22:34:05 UTC | 7884 |
| 2022-03-27 16:46:40 UTC | 7853 |
| Other values (8701) |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Characters and Unicode
| Total characters | 244934291 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 172 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2022-03-25 09:22:13 UTC |
|---|---|
| 2nd row | 2022-03-11 20:19:06 UTC |
| 3rd row | 2022-03-14 00:27:49 UTC |
| 4th row | 2022-03-14 00:27:49 UTC |
| 5th row | 2022-03-27 14:52:40 UTC |
Common Values
| Value | Count | Frequency (%) |
| 2022-03-17 20:34:03 UTC | 10518 | 0.1% |
| 2022-03-22 18:46:46 UTC | 8336 | 0.1% |
| 2022-03-14 22:42:58 UTC | 8156 | 0.1% |
| 2022-03-16 22:34:05 UTC | 7884 | 0.1% |
| 2022-03-27 16:46:40 UTC | 7853 | 0.1% |
| 2022-03-08 04:19:04 UTC | 7391 | 0.1% |
| 2022-03-25 00:37:10 UTC | 7305 | 0.1% |
| 2022-03-13 12:37:18 UTC | 7282 | 0.1% |
| 2022-03-28 21:46:49 UTC | 7054 | 0.1% |
| 2022-03-21 03:28:33 UTC | 6942 | 0.1% |
| Other values (8696) | 10570596 |
Length
| Value | Count | Frequency (%) |
| utc | 10649317 | |
| 2022-03-13 | 462737 | 1.4% |
| 2022-03-12 | 457122 | 1.4% |
| 2022-03-25 | 415463 | 1.3% |
| 2022-03-27 | 412049 | 1.3% |
| 2022-03-07 | 408362 | 1.3% |
| 2022-03-06 | 395657 | 1.2% |
| 2022-03-19 | 394976 | 1.2% |
| 2022-03-28 | 380870 | 1.2% |
| 2022-03-24 | 366422 | 1.1% |
| Other values (7657) | 17604976 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 44607209 | |
| 0 | 35710181 | |
| - | 21298634 | |
| 21298634 | ||
| : | 21298634 | |
| 3 | 18321225 | |
| 1 | 18312947 | |
| U | 10649317 | 4.3% |
| T | 10649317 | 4.3% |
| C | 10649317 | 4.3% |
| Other values (6) | 32138876 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 149090438 | |
| Uppercase Letter | 31947951 | 13.0% |
| Dash Punctuation | 21298634 | 8.7% |
| Space Separator | 21298634 | 8.7% |
| Other Punctuation | 21298634 | 8.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 44607209 | |
| 0 | 35710181 | |
| 3 | 18321225 | |
| 1 | 18312947 | |
| 4 | 7874342 | 5.3% |
| 5 | 7601750 | 5.1% |
| 9 | 4314105 | 2.9% |
| 7 | 4150981 | 2.8% |
| 8 | 4110005 | 2.8% |
| 6 | 4087693 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 10649317 | |
| T | 10649317 | |
| C | 10649317 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 21298634 |
Space Separator
| Value | Count | Frequency (%) |
| 21298634 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 21298634 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 212986340 | |
| Latin | 31947951 | 13.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 44607209 | |
| 0 | 35710181 | |
| - | 21298634 | |
| 21298634 | ||
| : | 21298634 | |
| 3 | 18321225 | |
| 1 | 18312947 | |
| 4 | 7874342 | 3.7% |
| 5 | 7601750 | 3.6% |
| 9 | 4314105 | 2.0% |
| Other values (3) | 12348679 | 5.8% |
Latin
| Value | Count | Frequency (%) |
| U | 10649317 | |
| T | 10649317 | |
| C | 10649317 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 244934291 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 44607209 | |
| 0 | 35710181 | |
| - | 21298634 | |
| 21298634 | ||
| : | 21298634 | |
| 3 | 18321225 | |
| 1 | 18312947 | |
| U | 10649317 | 4.3% |
| T | 10649317 | 4.3% |
| C | 10649317 | 4.3% |
| Other values (6) | 32138876 |
offset_ms
Real number (ℝ≥0)
| Distinct | 59864 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 793221.0723 |
| Minimum | 0 |
|---|---|
| Maximum | 8623200 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 73900 |
| Q1 | 311800 |
| median | 604300 |
| Q3 | 1052200 |
| 95-th percentile | 2179000 |
| Maximum | 8623200 |
| Range | 8623200 |
| Interquartile range (IQR) | 740400 |
Descriptive statistics
| Standard deviation | 707399.6088 |
|---|---|
| Coefficient of variation (CV) | 0.8918063747 |
| Kurtosis | 7.652590491 |
| Mean | 793221.0723 |
| Median Absolute Deviation (MAD) | 342400 |
| Skewness | 2.135964824 |
| Sum | 8.44726265 × 1012 |
| Variance | 5.004142065 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 317500 | 1076 | < 0.1% |
| 87800 | 1075 | < 0.1% |
| 324900 | 1057 | < 0.1% |
| 360600 | 1055 | < 0.1% |
| 316800 | 1054 | < 0.1% |
| 87500 | 1050 | < 0.1% |
| 87300 | 1041 | < 0.1% |
| 318300 | 1040 | < 0.1% |
| 313000 | 1037 | < 0.1% |
| 87400 | 1037 | < 0.1% |
| Other values (59854) | 10638795 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1800 | 1 | < 0.1% |
| 1900 | 1 | < 0.1% |
| 2000 | 101 | |
| 2100 | 11 | < 0.1% |
| 2200 | 9 | < 0.1% |
| 2300 | 15 | < 0.1% |
| 2400 | 17 | < 0.1% |
| 2500 | 16 | < 0.1% |
| 2600 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 8623200 | 1 | |
| 8618100 | 1 | |
| 8606600 | 1 | |
| 8600800 | 1 | |
| 8600500 | 1 | |
| 8599600 | 1 | |
| 8599000 | 1 | |
| 8598600 | 1 | |
| 8597500 | 1 | |
| 8592800 | 1 |
player
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10649317 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5358541 | |
| 0 | 5290776 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 5358541 | |
| 0 | 5290776 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5358541 | |
| 0 | 5290776 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10649317 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5358541 | |
| 0 | 5290776 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10649317 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5358541 | |
| 0 | 5290776 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10649317 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5358541 | |
| 0 | 5290776 |
type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| issue | |
|---|---|
| factory_issue | 372412 |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 5.279764045 |
| Min length | 5 |
Characters and Unicode
| Total characters | 56225881 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | issue |
|---|---|
| 2nd row | issue |
| 3rd row | issue |
| 4th row | issue |
| 5th row | issue |
Common Values
| Value | Count | Frequency (%) |
| issue | 10276905 | |
| factory_issue | 372412 | 3.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| issue | 10276905 | |
| factory_issue | 372412 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 21298634 | |
| i | 10649317 | |
| u | 10649317 | |
| e | 10649317 | |
| f | 372412 | 0.7% |
| a | 372412 | 0.7% |
| c | 372412 | 0.7% |
| t | 372412 | 0.7% |
| o | 372412 | 0.7% |
| r | 372412 | 0.7% |
| Other values (2) | 744824 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55853469 | |
| Connector Punctuation | 372412 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 21298634 | |
| i | 10649317 | |
| u | 10649317 | |
| e | 10649317 | |
| f | 372412 | 0.7% |
| a | 372412 | 0.7% |
| c | 372412 | 0.7% |
| t | 372412 | 0.7% |
| o | 372412 | 0.7% |
| r | 372412 | 0.7% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 372412 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55853469 | |
| Common | 372412 | 0.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 21298634 | |
| i | 10649317 | |
| u | 10649317 | |
| e | 10649317 | |
| f | 372412 | 0.7% |
| a | 372412 | 0.7% |
| c | 372412 | 0.7% |
| t | 372412 | 0.7% |
| o | 372412 | 0.7% |
| r | 372412 | 0.7% |
Common
| Value | Count | Frequency (%) |
| _ | 372412 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56225881 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 21298634 | |
| i | 10649317 | |
| u | 10649317 | |
| e | 10649317 | |
| f | 372412 | 0.7% |
| a | 372412 | 0.7% |
| c | 372412 | 0.7% |
| t | 372412 | 0.7% |
| o | 372412 | 0.7% |
| r | 372412 | 0.7% |
| Other values (2) | 744824 | 1.3% |
| Distinct | 498 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.795839583 |
| Minimum | 0 |
|---|---|
| Maximum | 1158 |
| Zeros | 264488 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 32 |
| Maximum | 1158 |
| Range | 1158 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 15.11830828 |
|---|---|
| Coefficient of variation (CV) | 2.224641724 |
| Kurtosis | 187.8420486 |
| Mean | 6.795839583 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.802602789 |
| Sum | 72371050 |
| Variance | 228.5632454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5841480 | |
| 2 | 706871 | 6.6% |
| 3 | 474870 | 4.5% |
| 4 | 374277 | 3.5% |
| 5 | 299445 | 2.8% |
| 0 | 264488 | 2.5% |
| 6 | 243910 | 2.3% |
| 7 | 200120 | 1.9% |
| 8 | 174235 | 1.6% |
| 9 | 149773 | 1.4% |
| Other values (488) | 1919848 | 18.0% |
| Value | Count | Frequency (%) |
| 0 | 264488 | 2.5% |
| 1 | 5841480 | |
| 2 | 706871 | 6.6% |
| 3 | 474870 | 4.5% |
| 4 | 374277 | 3.5% |
| 5 | 299445 | 2.8% |
| 6 | 243910 | 2.3% |
| 7 | 200120 | 1.9% |
| 8 | 174235 | 1.6% |
| 9 | 149773 | 1.4% |
| Value | Count | Frequency (%) |
| 1158 | 1 | |
| 1030 | 1 | |
| 1025 | 1 | |
| 1024 | 2 | |
| 1013 | 1 | |
| 1008 | 1 | |
| 998 | 1 | |
| 976 | 1 | |
| 966 | 1 | |
| 958 | 1 |
| Distinct | 441 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7697205 |
| Missing (%) | 72.3% |
| Memory size | 81.2 MiB |
| ueb1103 | 220610 |
|---|---|
| urb1103 | 166992 |
| url0107 | 103988 |
| uel0201 | 103376 |
| xsb1103 | 92688 |
| Other values (436) |
Length
| Max length | 22 |
|---|---|
| Median length | 7 |
| Mean length | 7.003478527 |
| Min length | 7 |
Characters and Unicode
| Total characters | 20675053 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ueb1103 |
|---|---|
| 2nd row | urb0102 |
| 3rd row | ueb1103 |
| 4th row | ueb1202 |
| 5th row | urb1101 |
Common Values
| Value | Count | Frequency (%) |
| ueb1103 | 220610 | 2.1% |
| urb1103 | 166992 | 1.6% |
| url0107 | 103988 | 1.0% |
| uel0201 | 103376 | 1.0% |
| xsb1103 | 92688 | 0.9% |
| uel0105 | 88480 | 0.8% |
| ueb0101 | 79580 | 0.7% |
| url0105 | 70815 | 0.7% |
| uab1103 | 69880 | 0.7% |
| ueb1101 | 68876 | 0.6% |
| Other values (431) | 1886827 | 17.7% |
| (Missing) | 7697205 |
Length
| Value | Count | Frequency (%) |
| ueb1103 | 220610 | 7.5% |
| urb1103 | 166992 | 5.7% |
| url0107 | 103988 | 3.5% |
| uel0201 | 103376 | 3.5% |
| xsb1103 | 92688 | 3.1% |
| uel0105 | 88480 | 3.0% |
| ueb0101 | 79580 | 2.7% |
| url0105 | 70815 | 2.4% |
| uab1103 | 69880 | 2.4% |
| ueb1101 | 68876 | 2.3% |
| Other values (431) | 1886827 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4495056 | |
| 1 | 4079725 | |
| u | 2386985 | |
| b | 1729385 | 8.4% |
| 2 | 1280276 | 6.2% |
| e | 1194822 | 5.8% |
| 3 | 1051480 | 5.1% |
| l | 977823 | 4.7% |
| r | 928906 | 4.5% |
| a | 587924 | 2.8% |
| Other values (23) | 1962671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11803363 | |
| Lowercase Letter | 8869675 | |
| Connector Punctuation | 2015 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 2386985 | |
| b | 1729385 | |
| e | 1194822 | |
| l | 977823 | |
| r | 928906 | 10.5% |
| a | 587924 | 6.6% |
| x | 498342 | 5.6% |
| s | 489046 | 5.5% |
| z | 34295 | 0.4% |
| d | 32585 | 0.4% |
| Other values (12) | 9562 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4495056 | |
| 1 | 4079725 | |
| 2 | 1280276 | 10.8% |
| 3 | 1051480 | 8.9% |
| 5 | 374115 | 3.2% |
| 4 | 237862 | 2.0% |
| 7 | 117171 | 1.0% |
| 6 | 73256 | 0.6% |
| 9 | 49397 | 0.4% |
| 8 | 45025 | 0.4% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2015 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11805378 | |
| Latin | 8869675 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 2386985 | |
| b | 1729385 | |
| e | 1194822 | |
| l | 977823 | |
| r | 928906 | 10.5% |
| a | 587924 | 6.6% |
| x | 498342 | 5.6% |
| s | 489046 | 5.5% |
| z | 34295 | 0.4% |
| d | 32585 | 0.4% |
| Other values (12) | 9562 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 0 | 4495056 | |
| 1 | 4079725 | |
| 2 | 1280276 | 10.8% |
| 3 | 1051480 | 8.9% |
| 5 | 374115 | 3.2% |
| 4 | 237862 | 2.0% |
| 7 | 117171 | 1.0% |
| 6 | 73256 | 0.6% |
| 9 | 49397 | 0.4% |
| 8 | 45025 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20675053 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4495056 | |
| 1 | 4079725 | |
| u | 2386985 | |
| b | 1729385 | 8.4% |
| 2 | 1280276 | 6.2% |
| e | 1194822 | 5.8% |
| 3 | 1051480 | 5.1% |
| l | 977823 | 4.7% |
| r | 928906 | 4.5% |
| a | 587924 | 2.8% |
| Other values (23) | 1962671 |
| Distinct | 5108902 |
|---|---|
| Distinct (%) | 65.9% |
| Missing | 2899298 |
| Missing (%) | 27.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 260.7909918 |
| Minimum | -0.9940414429 |
|---|---|
| Maximum | 1023.993225 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 146 |
| Negative (%) | < 0.1% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | -0.9940414429 |
|---|---|
| 5-th percentile | 51.17489624 |
| Q1 | 134.0476532 |
| median | 234.9521484 |
| Q3 | 361.5 |
| 95-th percentile | 552.5 |
| Maximum | 1023.993225 |
| Range | 1024.987267 |
| Interquartile range (IQR) | 227.4523468 |
Descriptive statistics
| Standard deviation | 163.8237293 |
|---|---|
| Coefficient of variation (CV) | 0.6281801689 |
| Kurtosis | 1.466136818 |
| Mean | 260.7909918 |
| Median Absolute Deviation (MAD) | 110.216095 |
| Skewness | 1.052628312 |
| Sum | 2021135141 |
| Variance | 26838.21427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 246.5 | 10201 | 0.1% |
| 108.5 | 10086 | 0.1% |
| 72.5 | 9623 | 0.1% |
| 128.5 | 9621 | 0.1% |
| 439.5 | 9502 | 0.1% |
| 446.5 | 9499 | 0.1% |
| 264.5 | 9280 | 0.1% |
| 261.5 | 9152 | 0.1% |
| 188.5 | 8536 | 0.1% |
| 75.5 | 8431 | 0.1% |
| Other values (5108892) | 7656088 | |
| (Missing) | 2899298 | 27.2% |
| Value | Count | Frequency (%) |
| -0.9940414429 | 1 | |
| -0.9929885864 | 1 | |
| -0.9901046753 | 1 | |
| -0.986328125 | 1 | |
| -0.9828491211 | 1 | |
| -0.9794921875 | 1 | |
| -0.9765396118 | 1 | |
| -0.9698867798 | 1 | |
| -0.9667205811 | 1 | |
| -0.955871582 | 1 |
| Value | Count | Frequency (%) |
| 1023.993225 | 1 | |
| 1023.551025 | 1 | |
| 1023.432007 | 1 | |
| 1023.328552 | 1 | |
| 1023.279846 | 1 | |
| 1023.264771 | 1 | |
| 1023.249878 | 1 | |
| 1023.072083 | 1 | |
| 1022.895081 | 1 | |
| 1022.797363 | 1 |
| Distinct | 5030610 |
|---|---|
| Distinct (%) | 64.9% |
| Missing | 2899298 |
| Missing (%) | 27.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266.1674053 |
| Minimum | -0.9997253418 |
|---|---|
| Maximum | 1023.999512 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 63 |
| Negative (%) | < 0.1% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | -0.9997253418 |
|---|---|
| 5-th percentile | 50.10795975 |
| Q1 | 136.6473618 |
| median | 236.6968079 |
| Q3 | 371.4170532 |
| 95-th percentile | 572.1413269 |
| Maximum | 1023.999512 |
| Range | 1024.999237 |
| Interquartile range (IQR) | 234.7696915 |
Descriptive statistics
| Standard deviation | 167.4089029 |
|---|---|
| Coefficient of variation (CV) | 0.6289609456 |
| Kurtosis | 1.178209145 |
| Mean | 266.1674053 |
| Median Absolute Deviation (MAD) | 116.2043991 |
| Skewness | 0.9770891561 |
| Sum | 2062802448 |
| Variance | 28025.74078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 222.5 | 11466 | 0.1% |
| 70.5 | 9588 | 0.1% |
| 421.5 | 9224 | 0.1% |
| 400.5 | 9145 | 0.1% |
| 62.5 | 8899 | 0.1% |
| 88.5 | 8698 | 0.1% |
| 449.5 | 8574 | 0.1% |
| 357.5 | 8092 | 0.1% |
| 45.5 | 8007 | 0.1% |
| 142.5 | 7889 | 0.1% |
| Other values (5030600) | 7660437 | |
| (Missing) | 2899298 | 27.2% |
| Value | Count | Frequency (%) |
| -0.9997253418 | 1 | < 0.1% |
| -0.9790802002 | 1 | < 0.1% |
| -0.9571762085 | 1 | < 0.1% |
| -0.9567565918 | 1 | < 0.1% |
| -0.9556732178 | 1 | < 0.1% |
| -0.952507019 | 3 | |
| -0.9476928711 | 1 | < 0.1% |
| -0.9473114014 | 1 | < 0.1% |
| -0.8904953003 | 3 | |
| -0.8282012939 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1023.999512 | 1 | |
| 1023.849121 | 1 | |
| 1023.737061 | 1 | |
| 1023.467957 | 1 | |
| 1023.287659 | 1 | |
| 1023.134583 | 1 | |
| 1023.000122 | 1 | |
| 1022.963135 | 1 | |
| 1022.824829 | 1 | |
| 1022.764648 | 1 |
command_name
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| Move | |
|---|---|
| BuildMobile | |
| BuildFactory | |
| Attack | |
| Reclaim | |
| Other values (25) |
Length
| Max length | 28 |
|---|---|
| Median length | 4 |
| Mean length | 6.653150244 |
| Min length | 4 |
Characters and Unicode
| Total characters | 70851506 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TransportUnloadSpecificUnits |
|---|---|
| 2nd row | FormMove |
| 3rd row | Stop |
| 4th row | Stop |
| 5th row | TransportUnloadUnits |
Common Values
| Value | Count | Frequency (%) |
| Move | 5413099 | |
| BuildMobile | 1305033 | 12.3% |
| BuildFactory | 1218157 | 11.4% |
| Attack | 645324 | 6.1% |
| Reclaim | 577775 | 5.4% |
| Guard | 421514 | 4.0% |
| AggressiveMove | 376746 | 3.5% |
| Patrol | 253653 | 2.4% |
| Upgrade | 158120 | 1.5% |
| Repair | 70532 | 0.7% |
| Other values (20) | 209364 | 2.0% |
Length
| Value | Count | Frequency (%) |
| move | 5413099 | |
| buildmobile | 1305033 | 12.3% |
| buildfactory | 1218157 | 11.4% |
| attack | 645324 | 6.1% |
| reclaim | 577775 | 5.4% |
| guard | 421514 | 4.0% |
| aggressivemove | 376746 | 3.5% |
| patrol | 253653 | 2.4% |
| upgrade | 158120 | 1.5% |
| repair | 70532 | 0.7% |
| Other values (20) | 209364 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 8768166 | |
| e | 8752204 | |
| M | 7135400 | |
| v | 6226308 | 8.8% |
| i | 4967748 | 7.0% |
| l | 4687487 | 6.6% |
| a | 3454627 | 4.9% |
| d | 3135999 | 4.4% |
| u | 2954994 | 4.2% |
| t | 2953815 | 4.2% |
| Other values (27) | 17814758 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57169073 | |
| Uppercase Letter | 13682433 | 19.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 8768166 | |
| e | 8752204 | |
| v | 6226308 | |
| i | 4967748 | |
| l | 4687487 | |
| a | 3454627 | 6.0% |
| d | 3135999 | 5.5% |
| u | 2954994 | 5.2% |
| t | 2953815 | 5.2% |
| r | 2696328 | 4.7% |
| Other values (11) | 8571397 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 7135400 | |
| B | 2523190 | 18.4% |
| F | 1261203 | 9.2% |
| A | 1032032 | 7.5% |
| R | 649537 | 4.7% |
| G | 421514 | 3.1% |
| P | 253653 | 1.9% |
| U | 207275 | 1.5% |
| S | 107006 | 0.8% |
| T | 44629 | 0.3% |
| Other values (6) | 46994 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70851506 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 8768166 | |
| e | 8752204 | |
| M | 7135400 | |
| v | 6226308 | 8.8% |
| i | 4967748 | 7.0% |
| l | 4687487 | 6.6% |
| a | 3454627 | 4.9% |
| d | 3135999 | 4.4% |
| u | 2954994 | 4.2% |
| t | 2953815 | 4.2% |
| Other values (27) | 17814758 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70851506 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 8768166 | |
| e | 8752204 | |
| M | 7135400 | |
| v | 6226308 | 8.8% |
| i | 4967748 | 7.0% |
| l | 4687487 | 6.6% |
| a | 3454627 | 4.9% |
| d | 3135999 | 4.4% |
| u | 2954994 | 4.2% |
| t | 2953815 | 4.2% |
| Other values (27) | 17814758 |
| Distinct | 1398 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 234940.1606 |
| Minimum | 145 |
|---|---|
| Maximum | 440191 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | 145 |
|---|---|
| 5-th percentile | 14492 |
| Q1 | 82362 |
| median | 250231 |
| Q3 | 380088 |
| 95-th percentile | 436101 |
| Maximum | 440191 |
| Range | 440046 |
| Interquartile range (IQR) | 297726 |
Descriptive statistics
| Standard deviation | 153256.8476 |
|---|---|
| Coefficient of variation (CV) | 0.652322903 |
| Kurtosis | -1.517765668 |
| Mean | 234940.1606 |
| Median Absolute Deviation (MAD) | 142769 |
| Skewness | -0.1468795764 |
| Sum | 2.501952246 × 1012 |
| Variance | 2.348766133 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62848 | 220873 | 2.1% |
| 2642 | 160077 | 1.5% |
| 131692 | 149540 | 1.4% |
| 19844 | 136953 | 1.3% |
| 38512 | 127130 | 1.2% |
| 366310 | 122426 | 1.1% |
| 403743 | 121426 | 1.1% |
| 241137 | 107916 | 1.0% |
| 287686 | 107556 | 1.0% |
| 378017 | 97289 | 0.9% |
| Other values (1388) | 9298131 |
| Value | Count | Frequency (%) |
| 145 | 908 | < 0.1% |
| 259 | 74665 | |
| 434 | 15895 | 0.1% |
| 435 | 35831 | |
| 606 | 7997 | 0.1% |
| 648 | 27131 | 0.3% |
| 674 | 1028 | < 0.1% |
| 900 | 551 | < 0.1% |
| 1294 | 22152 | 0.2% |
| 1297 | 1930 | < 0.1% |
| Value | Count | Frequency (%) |
| 440191 | 280 | < 0.1% |
| 440181 | 390 | < 0.1% |
| 440128 | 3550 | < 0.1% |
| 440019 | 157 | < 0.1% |
| 440001 | 125 | < 0.1% |
| 439974 | 207 | < 0.1% |
| 439927 | 118 | < 0.1% |
| 439900 | 381 | < 0.1% |
| 439899 | 581 | < 0.1% |
| 439887 | 14627 |
| Distinct | 1414 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| Chenbro101 | 220873 |
|---|---|
| nemir | 160077 |
| Yew | 149540 |
| Electrician | 136953 |
| Aldarion | 127130 |
| Other values (1409) |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 8.66422579 |
| Min length | 2 |
Characters and Unicode
| Total characters | 92268087 |
|---|---|
| Distinct characters | 64 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Exselsior |
|---|---|
| 2nd row | StormLantern |
| 3rd row | Saphed |
| 4th row | demonstreamer666 |
| 5th row | ZXCCURSED |
Common Values
| Value | Count | Frequency (%) |
| Chenbro101 | 220873 | 2.1% |
| nemir | 160077 | 1.5% |
| Yew | 149540 | 1.4% |
| Electrician | 136953 | 1.3% |
| Aldarion | 127130 | 1.2% |
| Knockout01 | 122426 | 1.1% |
| indicator2020 | 121426 | 1.1% |
| LaissezFairy | 107916 | 1.0% |
| demonstreamer666 | 107556 | 1.0% |
| Pryanichek | 97289 | 0.9% |
| Other values (1404) | 9298131 |
Length
| Value | Count | Frequency (%) |
| chenbro101 | 220873 | 2.1% |
| nemir | 160077 | 1.5% |
| yew | 149540 | 1.4% |
| electrician | 136953 | 1.3% |
| aldarion | 127130 | 1.2% |
| knockout01 | 122426 | 1.1% |
| indicator2020 | 121426 | 1.1% |
| laissezfairy | 107916 | 1.0% |
| demonstreamer666 | 107556 | 1.0% |
| pryanichek | 97289 | 0.9% |
| Other values (1404) | 9298131 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8302164 | 9.0% |
| e | 7096729 | 7.7% |
| r | 5737422 | 6.2% |
| o | 5418538 | 5.9% |
| n | 5270612 | 5.7% |
| i | 5229546 | 5.7% |
| t | 3826103 | 4.1% |
| l | 3354663 | 3.6% |
| s | 3354229 | 3.6% |
| m | 2442303 | 2.6% |
| Other values (54) | 42235778 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 69738624 | |
| Uppercase Letter | 15528918 | 16.8% |
| Decimal Number | 5375942 | 5.8% |
| Connector Punctuation | 1393922 | 1.5% |
| Dash Punctuation | 230681 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 8302164 | |
| e | 7096729 | 10.2% |
| r | 5737422 | 8.2% |
| o | 5418538 | 7.8% |
| n | 5270612 | 7.6% |
| i | 5229546 | 7.5% |
| t | 3826103 | 5.5% |
| l | 3354663 | 4.8% |
| s | 3354229 | 4.8% |
| m | 2442303 | 3.5% |
| Other values (16) | 19706315 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1340547 | 8.6% |
| A | 1071767 | 6.9% |
| C | 1044637 | 6.7% |
| T | 1005884 | 6.5% |
| R | 973127 | 6.3% |
| D | 853719 | 5.5% |
| B | 786928 | 5.1% |
| N | 777877 | 5.0% |
| P | 762160 | 4.9% |
| L | 721551 | 4.6% |
| Other values (16) | 6190721 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1350216 | |
| 0 | 1164595 | |
| 2 | 752828 | |
| 6 | 540225 | |
| 3 | 326720 | 6.1% |
| 4 | 303194 | 5.6% |
| 9 | 272822 | 5.1% |
| 7 | 253955 | 4.7% |
| 8 | 237520 | 4.4% |
| 5 | 173867 | 3.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1393922 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 230681 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 85267542 | |
| Common | 7000545 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 8302164 | 9.7% |
| e | 7096729 | 8.3% |
| r | 5737422 | 6.7% |
| o | 5418538 | 6.4% |
| n | 5270612 | 6.2% |
| i | 5229546 | 6.1% |
| t | 3826103 | 4.5% |
| l | 3354663 | 3.9% |
| s | 3354229 | 3.9% |
| m | 2442303 | 2.9% |
| Other values (42) | 35235233 |
Common
| Value | Count | Frequency (%) |
| _ | 1393922 | |
| 1 | 1350216 | |
| 0 | 1164595 | |
| 2 | 752828 | |
| 6 | 540225 | 7.7% |
| 3 | 326720 | 4.7% |
| 4 | 303194 | 4.3% |
| 9 | 272822 | 3.9% |
| 7 | 253955 | 3.6% |
| 8 | 237520 | 3.4% |
| Other values (2) | 404548 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 92268087 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 8302164 | 9.0% |
| e | 7096729 | 7.7% |
| r | 5737422 | 6.2% |
| o | 5418538 | 5.9% |
| n | 5270612 | 5.7% |
| i | 5229546 | 5.7% |
| t | 3826103 | 4.1% |
| l | 3354663 | 3.6% |
| s | 3354229 | 3.6% |
| m | 2442303 | 2.6% |
| Other values (54) | 42235778 |
| Distinct | 2277 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 793.7289536 |
| Minimum | -698 |
|---|---|
| Maximum | 2346 |
| Zeros | 115913 |
| Zeros (%) | 1.1% |
| Negative | 395127 |
| Negative (%) | 3.7% |
| Memory size | 81.2 MiB |
Quantile statistics
| Minimum | -698 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 426 |
| median | 738 |
| Q3 | 1188 |
| 95-th percentile | 1639 |
| Maximum | 2346 |
| Range | 3044 |
| Interquartile range (IQR) | 762 |
Descriptive statistics
| Standard deviation | 506.0873452 |
|---|---|
| Coefficient of variation (CV) | 0.6376072624 |
| Kurtosis | -0.411666717 |
| Mean | 793.7289536 |
| Median Absolute Deviation (MAD) | 363 |
| Skewness | 0.2744341983 |
| Sum | 8452671239 |
| Variance | 256124.4009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115913 | 1.1% |
| 1248 | 19366 | 0.2% |
| 1471 | 19153 | 0.2% |
| 477 | 18004 | 0.2% |
| 774 | 17199 | 0.2% |
| 1250 | 16560 | 0.2% |
| 474 | 15973 | 0.1% |
| 1240 | 15780 | 0.1% |
| 982 | 15457 | 0.1% |
| 556 | 15310 | 0.1% |
| Other values (2267) | 10380602 |
| Value | Count | Frequency (%) |
| -698 | 161 | < 0.1% |
| -682 | 368 | |
| -545 | 799 | |
| -535 | 213 | < 0.1% |
| -534 | 837 | |
| -523 | 72 | < 0.1% |
| -508 | 48 | < 0.1% |
| -503 | 271 | < 0.1% |
| -497 | 24 | < 0.1% |
| -492 | 385 |
| Value | Count | Frequency (%) |
| 2346 | 432 | < 0.1% |
| 2338 | 566 | |
| 2334 | 534 | |
| 2328 | 1037 | |
| 2327 | 564 | |
| 2322 | 653 | |
| 2320 | 694 | |
| 2314 | 1271 | |
| 2305 | 781 | |
| 2289 | 1077 |
faction
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| UEF | |
|---|---|
| Cybran | |
| Seraphim | |
| Aeon |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 4.873573488 |
| Min length | 3 |
Characters and Unicode
| Total characters | 51900229 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cybran |
|---|---|
| 2nd row | Cybran |
| 3rd row | Seraphim |
| 4th row | Cybran |
| 5th row | Seraphim |
Common Values
| Value | Count | Frequency (%) |
| UEF | 4257355 | |
| Cybran | 3151404 | |
| Seraphim | 1814377 | |
| Aeon | 1426181 | 13.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| uef | 4257355 | |
| cybran | 3151404 | |
| seraphim | 1814377 | |
| aeon | 1426181 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 4965781 | |
| a | 4965781 | |
| n | 4577585 | 8.8% |
| E | 4257355 | 8.2% |
| U | 4257355 | 8.2% |
| F | 4257355 | 8.2% |
| e | 3240558 | 6.2% |
| b | 3151404 | 6.1% |
| y | 3151404 | 6.1% |
| C | 3151404 | 6.1% |
| Other values (7) | 11924247 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 32736202 | |
| Uppercase Letter | 19164027 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 4965781 | |
| a | 4965781 | |
| n | 4577585 | |
| e | 3240558 | |
| b | 3151404 | |
| y | 3151404 | |
| p | 1814377 | 5.5% |
| h | 1814377 | 5.5% |
| i | 1814377 | 5.5% |
| m | 1814377 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 4257355 | |
| U | 4257355 | |
| F | 4257355 | |
| C | 3151404 | |
| S | 1814377 | |
| A | 1426181 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 51900229 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 4965781 | |
| a | 4965781 | |
| n | 4577585 | 8.8% |
| E | 4257355 | 8.2% |
| U | 4257355 | 8.2% |
| F | 4257355 | 8.2% |
| e | 3240558 | 6.2% |
| b | 3151404 | 6.1% |
| y | 3151404 | 6.1% |
| C | 3151404 | 6.1% |
| Other values (7) | 11924247 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 51900229 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 4965781 | |
| a | 4965781 | |
| n | 4577585 | 8.8% |
| E | 4257355 | 8.2% |
| U | 4257355 | 8.2% |
| F | 4257355 | 8.2% |
| e | 3240558 | 6.2% |
| b | 3151404 | 6.1% |
| y | 3151404 | 6.1% |
| C | 3151404 | 6.1% |
| Other values (7) | 11924247 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| Vya-3 Protectorate | |
|---|---|
| Cadmium Green | |
| 8 - Badlands_v4 | |
| Niflheim - Final II v2 | |
| Cobalt Valley | |
| Other values (19) |
Length
| Max length | 35 |
|---|---|
| Median length | 29 |
| Mean length | 15.09206299 |
| Min length | 5 |
Characters and Unicode
| Total characters | 160720163 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Arctic Refuge - FAF version |
|---|---|
| 2nd row | Crossfire Canal - FAF version |
| 3rd row | Crossfire Canal - FAF version |
| 4th row | Crossfire Canal - FAF version |
| 5th row | Crossfire Canal - FAF version |
Common Values
| Value | Count | Frequency (%) |
| Vya-3 Protectorate | 1548995 | |
| Cadmium Green | 1432638 | |
| 8 - Badlands_v4 | 1399496 | |
| Niflheim - Final II v2 | 1343622 | |
| Cobalt Valley | 1056064 | |
| Floralis | 914347 | |
| Cloud Kingdom LE | 907900 | |
| Pelagial | 743285 | |
| Loki - FAF version | 423028 | 4.0% |
| Point of Reach v4 | 378868 | 3.6% |
| Other values (14) | 501074 | 4.7% |
Length
| Value | Count | Frequency (%) |
| 3336968 | 11.9% | |
| vya-3 | 1548995 | 5.5% |
| protectorate | 1548995 | 5.5% |
| green | 1432638 | 5.1% |
| cadmium | 1432638 | 5.1% |
| 8 | 1399496 | 5.0% |
| badlands_v4 | 1399496 | 5.0% |
| niflheim | 1343622 | 4.8% |
| final | 1343622 | 4.8% |
| ii | 1343622 | 4.8% |
| Other values (40) | 11800612 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17281387 | 10.8% | |
| a | 14148705 | 8.8% |
| l | 11732982 | 7.3% |
| e | 10654749 | 6.6% |
| i | 9739124 | 6.1% |
| o | 8839220 | 5.5% |
| r | 6608347 | 4.1% |
| t | 6316215 | 3.9% |
| n | 6298314 | 3.9% |
| d | 6115548 | 3.8% |
| Other values (37) | 62985572 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 107089826 | |
| Uppercase Letter | 23960774 | 14.9% |
| Space Separator | 17281387 | 10.8% |
| Decimal Number | 6070477 | 3.8% |
| Dash Punctuation | 4885963 | 3.0% |
| Connector Punctuation | 1399496 | 0.9% |
| Other Punctuation | 32240 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 14148705 | |
| l | 11732982 | |
| e | 10654749 | |
| i | 9739124 | |
| o | 8839220 | |
| r | 6608347 | 6.2% |
| t | 6316215 | 5.9% |
| n | 6298314 | 5.9% |
| d | 6115548 | 5.7% |
| m | 5275351 | 4.9% |
| Other values (12) | 21361271 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3587819 | |
| F | 3497780 | |
| P | 2751449 | |
| I | 2687244 | |
| V | 2605059 | |
| G | 1463198 | |
| B | 1399496 | 5.8% |
| N | 1343622 | 5.6% |
| L | 1330928 | 5.6% |
| E | 980711 | 4.1% |
| Other values (7) | 2313468 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1778364 | |
| 3 | 1548995 | |
| 8 | 1399496 | |
| 2 | 1343622 |
Space Separator
| Value | Count | Frequency (%) |
| 17281387 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4885963 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1399496 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 32240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 131050600 | |
| Common | 29669563 | 18.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 14148705 | 10.8% |
| l | 11732982 | 9.0% |
| e | 10654749 | 8.1% |
| i | 9739124 | 7.4% |
| o | 8839220 | 6.7% |
| r | 6608347 | 5.0% |
| t | 6316215 | 4.8% |
| n | 6298314 | 4.8% |
| d | 6115548 | 4.7% |
| m | 5275351 | 4.0% |
| Other values (29) | 45322045 |
Common
| Value | Count | Frequency (%) |
| 17281387 | ||
| - | 4885963 | 16.5% |
| 4 | 1778364 | 6.0% |
| 3 | 1548995 | 5.2% |
| _ | 1399496 | 4.7% |
| 8 | 1399496 | 4.7% |
| 2 | 1343622 | 4.5% |
| ' | 32240 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 160720163 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17281387 | 10.8% | |
| a | 14148705 | 8.8% |
| l | 11732982 | 7.3% |
| e | 10654749 | 6.6% |
| i | 9739124 | 6.1% |
| o | 8839220 | 5.5% |
| r | 6608347 | 4.1% |
| t | 6316215 | 3.9% |
| n | 6298314 | 3.9% |
| d | 6115548 | 3.8% |
| Other values (37) | 62985572 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| https://content.faforever.com/maps/previews/large/scmp_026.png | |
|---|---|
| https://content.faforever.com/maps/previews/large/cadmium_green.v0001.png | |
| https://content.faforever.com/maps/previews/large/8 - badlands_v4.v0001.png | |
| https://content.faforever.com/maps/previews/large/niflheim_-_final_ii_v2.v0002.png | |
| https://content.faforever.com/maps/previews/large/cobalt valley v1.png | |
| Other values (19) |
Length
| Max length | 95 |
|---|---|
| Median length | 87 |
| Mean length | 72.19683131 |
| Min length | 62 |
Characters and Unicode
| Total characters | 768846943 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | https://content.faforever.com/maps/previews/large/arctic_refuge_-_faf_version.v0002.png |
|---|---|
| 2nd row | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png |
| 3rd row | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png |
| 4th row | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png |
| 5th row | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png |
Common Values
| Value | Count | Frequency (%) |
| https://content.faforever.com/maps/previews/large/scmp_026.png | 1548995 | |
| https://content.faforever.com/maps/previews/large/cadmium_green.v0001.png | 1432638 | |
| https://content.faforever.com/maps/previews/large/8 - badlands_v4.v0001.png | 1399496 | |
| https://content.faforever.com/maps/previews/large/niflheim_-_final_ii_v2.v0002.png | 1343622 | |
| https://content.faforever.com/maps/previews/large/cobalt valley v1.png | 1056064 | |
| https://content.faforever.com/maps/previews/large/floralis.v0003.png | 914347 | |
| https://content.faforever.com/maps/previews/large/cloud_kingdom_le.v0017.png | 907900 | |
| https://content.faforever.com/maps/previews/large/pelagial.v0004.png | 743285 | |
| https://content.faforever.com/maps/previews/large/loki_-_faf_version.v0003.png | 423028 | 4.0% |
| https://content.faforever.com/maps/previews/large/point of reach v4.png | 378868 | 3.6% |
| Other values (14) | 501074 | 4.7% |
Length
| Value | Count | Frequency (%) |
| https://content.faforever.com/maps/previews/large/scmp_026.png | 1548995 | 9.3% |
| https://content.faforever.com/maps/previews/large/cadmium_green.v0001.png | 1432638 | 8.6% |
| https://content.faforever.com/maps/previews/large/8 | 1399496 | 8.4% |
| 1399496 | 8.4% | |
| badlands_v4.v0001.png | 1399496 | 8.4% |
| https://content.faforever.com/maps/previews/large/niflheim_-_final_ii_v2.v0002.png | 1343622 | 8.0% |
| https://content.faforever.com/maps/previews/large/cobalt | 1056064 | 6.3% |
| valley | 1056064 | 6.3% |
| v1.png | 1056064 | 6.3% |
| https://content.faforever.com/maps/previews/large/floralis.v0003.png | 914347 | 5.5% |
| Other values (22) | 4122999 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 72385717 | 9.4% |
| / | 63895902 | 8.3% |
| r | 46590364 | 6.1% |
| p | 45368017 | 5.9% |
| t | 44310404 | 5.8% |
| a | 43674052 | 5.7% |
| n | 39542232 | 5.1% |
| . | 39533446 | 5.1% |
| o | 37739301 | 4.9% |
| s | 36842359 | 4.8% |
| Other values (28) | 298965149 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 590984887 | |
| Other Punctuation | 114078665 | 14.8% |
| Decimal Number | 40709476 | 5.3% |
| Connector Punctuation | 13656983 | 1.8% |
| Space Separator | 6079964 | 0.8% |
| Dash Punctuation | 3336968 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 72385717 | |
| r | 46590364 | 7.9% |
| p | 45368017 | 7.7% |
| t | 44310404 | 7.5% |
| a | 43674052 | 7.4% |
| n | 39542232 | 6.7% |
| o | 37739301 | 6.4% |
| s | 36842359 | 6.2% |
| v | 34712093 | 5.9% |
| m | 28134240 | 4.8% |
| Other values (13) | 161686108 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 23492890 | |
| 1 | 4980967 | 12.2% |
| 2 | 4350016 | 10.7% |
| 4 | 2532909 | 6.2% |
| 6 | 1548995 | 3.8% |
| 8 | 1399496 | 3.4% |
| 3 | 1398528 | 3.4% |
| 7 | 955555 | 2.3% |
| 5 | 50120 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 63895902 | |
| . | 39533446 | |
| : | 10649317 | 9.3% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 13656983 |
Space Separator
| Value | Count | Frequency (%) |
| 6079964 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3336968 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 590984887 | |
| Common | 177862056 | 23.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 72385717 | |
| r | 46590364 | 7.9% |
| p | 45368017 | 7.7% |
| t | 44310404 | 7.5% |
| a | 43674052 | 7.4% |
| n | 39542232 | 6.7% |
| o | 37739301 | 6.4% |
| s | 36842359 | 6.2% |
| v | 34712093 | 5.9% |
| m | 28134240 | 4.8% |
| Other values (13) | 161686108 |
Common
| Value | Count | Frequency (%) |
| / | 63895902 | |
| . | 39533446 | |
| 0 | 23492890 | 13.2% |
| _ | 13656983 | 7.7% |
| : | 10649317 | 6.0% |
| 6079964 | 3.4% | |
| 1 | 4980967 | 2.8% |
| 2 | 4350016 | 2.4% |
| - | 3336968 | 1.9% |
| 4 | 2532909 | 1.4% |
| Other values (5) | 5352694 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 768846943 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 72385717 | 9.4% |
| / | 63895902 | 8.3% |
| r | 46590364 | 6.1% |
| p | 45368017 | 5.9% |
| t | 44310404 | 5.8% |
| a | 43674052 | 5.7% |
| n | 39542232 | 5.1% |
| . | 39533446 | 5.1% |
| o | 37739301 | 4.9% |
| s | 36842359 | 4.8% |
| Other values (28) | 298965149 |
map_width
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| 512 | |
|---|---|
| 256 | |
| 1024 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.117539651 |
| Min length | 3 |
Characters and Unicode
| Total characters | 33199668 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 512 |
|---|---|
| 2nd row | 1024 |
| 3rd row | 1024 |
| 4th row | 1024 |
| 5th row | 1024 |
Common Values
| Value | Count | Frequency (%) |
| 512 | 7489081 | |
| 256 | 1908519 | 17.9% |
| 1024 | 1251717 | 11.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 512 | 7489081 | |
| 256 | 1908519 | 17.9% |
| 1024 | 1251717 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 33199668 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33199668 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33199668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
map_height
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 81.2 MiB |
| 512 | |
|---|---|
| 256 | |
| 1024 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.117539651 |
| Min length | 3 |
Characters and Unicode
| Total characters | 33199668 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 512 |
|---|---|
| 2nd row | 1024 |
| 3rd row | 1024 |
| 4th row | 1024 |
| 5th row | 1024 |
Common Values
| Value | Count | Frequency (%) |
| 512 | 7489081 | |
| 256 | 1908519 | 17.9% |
| 1024 | 1251717 | 11.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 512 | 7489081 | |
| 256 | 1908519 | 17.9% |
| 1024 | 1251717 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 33199668 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33199668 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33199668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 10649317 | |
| 5 | 9397600 | |
| 1 | 8740798 | |
| 6 | 1908519 | 5.7% |
| 0 | 1251717 | 3.8% |
| 4 | 1251717 | 3.8% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| id | start_time | offset_ms | player | type | units_number | blueprint | position_x | position_y | command_name | faf_player_id | login | rating | faction | map_name | map_thumbnail | map_width | map_height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 16630555 | 2022-03-25 09:22:13 UTC | 654500 | 1 | issue | 2 | NaN | 43.933487 | 126.474571 | TransportUnloadSpecificUnits | 82362 | Exselsior | 1527 | Cybran | Arctic Refuge - FAF version | https://content.faforever.com/maps/previews/large/arctic_refuge_-_faf_version.v0002.png | 512 | 512 |
| 1 | 16534378 | 2022-03-11 20:19:06 UTC | 993900 | 0 | issue | 52 | NaN | 310.636597 | 238.775345 | FormMove | 156219 | StormLantern | 1776 | Cybran | Crossfire Canal - FAF version | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png | 1024 | 1024 |
| 2 | 16553544 | 2022-03-14 00:27:49 UTC | 894900 | 0 | issue | 1 | NaN | NaN | NaN | Stop | 304205 | Saphed | 1501 | Seraphim | Crossfire Canal - FAF version | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png | 1024 | 1024 |
| 3 | 16553544 | 2022-03-14 00:27:49 UTC | 814400 | 1 | issue | 1 | NaN | NaN | NaN | Stop | 287686 | demonstreamer666 | 1552 | Cybran | Crossfire Canal - FAF version | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png | 1024 | 1024 |
| 4 | 16650721 | 2022-03-27 14:52:40 UTC | 1988600 | 0 | issue | 1 | NaN | 361.272095 | 766.394592 | TransportUnloadUnits | 189718 | ZXCCURSED | 2216 | Seraphim | Crossfire Canal - FAF version | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png | 1024 | 1024 |
| 5 | 16619824 | 2022-03-23 17:52:00 UTC | 1066000 | 0 | issue | 1 | NaN | 295.902222 | 417.644043 | TransportUnloadUnits | 33632 | silentNoob | 1657 | Cybran | Arcane | https://content.faforever.com/maps/previews/large/arcane.v0001.png | 512 | 512 |
| 6 | 16508457 | 2022-03-07 19:16:15 UTC | 2367200 | 0 | issue | 1 | NaN | 608.132324 | 207.912689 | TransportUnloadUnits | 25711 | Swkoll | 2107 | UEF | Crossfire Canal - FAF version | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png | 1024 | 1024 |
| 7 | 16618249 | 2022-03-23 13:16:43 UTC | 767000 | 0 | issue | 4 | NaN | 68.398933 | 97.800713 | TransportUnloadSpecificUnits | 19844 | Electrician | 1678 | UEF | Arcane | https://content.faforever.com/maps/previews/large/arcane.v0001.png | 512 | 512 |
| 8 | 16508457 | 2022-03-07 19:16:15 UTC | 1068000 | 1 | issue | 1 | NaN | NaN | NaN | Stop | 136480 | Turinturambar | 2075 | Seraphim | Crossfire Canal - FAF version | https://content.faforever.com/maps/previews/large/crossfire_canal_-_faf_version.v0002.png | 1024 | 1024 |
| 9 | 16529264 | 2022-03-11 01:13:06 UTC | 1186100 | 1 | issue | 29 | NaN | 344.810486 | 301.400574 | FormMove | 82362 | Exselsior | 1551 | Seraphim | Frithen | https://content.faforever.com/maps/previews/large/frithen.v0001.png | 512 | 512 |
Last rows
| id | start_time | offset_ms | player | type | units_number | blueprint | position_x | position_y | command_name | faf_player_id | login | rating | faction | map_name | map_thumbnail | map_width | map_height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10649307 | 16468020 | 2022-03-01 21:54:51 UTC | 689600 | 1 | factory_issue | 1 | NaN | 163.107361 | 196.263565 | AggressiveMove | 287686 | demonstreamer666 | 1570 | Aeon | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649308 | 16468020 | 2022-03-01 21:54:51 UTC | 1333300 | 0 | issue | 2 | NaN | 24.196953 | 147.426407 | AggressiveMove | 119070 | Cast_Away | 1756 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649309 | 16465285 | 2022-03-01 14:09:47 UTC | 447100 | 1 | issue | 3 | NaN | 330.260834 | 185.265579 | AggressiveMove | 174608 | MAPTOC | 1202 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649310 | 16465285 | 2022-03-01 14:09:47 UTC | 775400 | 0 | issue | 2 | NaN | 329.087463 | 392.115143 | AggressiveMove | 304205 | Saphed | 1468 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649311 | 16465285 | 2022-03-01 14:09:47 UTC | 380000 | 0 | issue | 2 | NaN | 125.346039 | 375.933350 | AggressiveMove | 304205 | Saphed | 1468 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649312 | 16463505 | 2022-03-01 03:33:37 UTC | 743200 | 1 | issue | 3 | NaN | 284.151703 | 341.428772 | AggressiveMove | 219084 | Conorach | 1411 | UEF | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649313 | 16465285 | 2022-03-01 14:09:47 UTC | 793700 | 0 | issue | 1 | NaN | 217.667480 | 175.959106 | AggressiveMove | 304205 | Saphed | 1468 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649314 | 16463505 | 2022-03-01 03:33:37 UTC | 432100 | 1 | issue | 1 | NaN | 354.588531 | 447.169708 | AggressiveMove | 219084 | Conorach | 1411 | UEF | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649315 | 16465285 | 2022-03-01 14:09:47 UTC | 612600 | 1 | issue | 2 | NaN | 418.130646 | 367.067932 | AggressiveMove | 174608 | MAPTOC | 1202 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |
| 10649316 | 16465285 | 2022-03-01 14:09:47 UTC | 397000 | 1 | factory_issue | 1 | NaN | 283.568237 | 312.736023 | AggressiveMove | 174608 | MAPTOC | 1202 | Cybran | TAG Craftious Maximus - FAF version | https://content.faforever.com/maps/previews/large/tag_craftious_maximus_-_faf_version.v0004.png | 512 | 512 |